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/**
* @function Introsort (As implemented in STD C++ Lib)
* The function performs introsort which is used in
* C++ Standard LIbrary, the implementation is inspired from]
* library routine itself.
* ALGORITHM:
* 1) It performs quicksort on array until the recursion depth
* exceeds a pre determined limit.
* 2) If the limit is reached it switches to heapsort
* 3) For array size less than a threshold(16) directly
* does insertion sort on array
* @param {Array} array the array to be sorted
* @param {Function} compare the comparison function
*
* @see [Introsort](https://en.wikipedia.org/wiki/Introsort)
* @author [Lakhan Nad](https://github.com/Lakhan-Nad)
*/
function introsort (array, compare) {
/**
* @function Default Comparison Function
* This function is same as implemented by
* Array.sort method
* @see [StackOverflow](https://stackoverflow.com/questions/47334234/how-to-implement-array-prototype-sort-default-compare-function)
* @param {*} a variable 1
* @param {*} b variable 2
* @returns {Number}
* -1 if a is less than b
* 0 if a is equal to b
* 1 if a greater than b
*/
const defaultComparator = function (x, y) {
if (x === undefined && y === undefined) return 0
if (x === undefined) return 1
if (y === undefined) return -1
const xString = toString(x)
const yString = toString(y)
if (xString < yString) return -1
if (xString > yString) return 1
return 0
}
/**
* @function helper function for defaultComparator
* Converts a given object to String
* @throws TypeError()
* @param {Object} obj
* @returns {String} String representation of given object
*/
const toString = function (obj) {
if (obj === null) return 'null'
if (typeof obj === 'boolean' || typeof obj === 'number') {
return obj.toString()
}
if (typeof obj === 'string') return obj
if (typeof obj === 'symbol') throw new TypeError()
return obj.toString()
}
/**
* Checks if the value passed is an array
* or not
*/
if (Array.isArray(array) === false) {
return
}
/**
* If the compare parameter is not a function
* or not passed at all use default comparator
* function
*/
if (typeof compare !== 'function') {
compare = defaultComparator // If compare is not a comparator function
}
/**
* Use a closure to define the whole sort
* implementation this is done through
* [IIFE](https://en.wikipedia.org/wiki/Immediately_invoked_function_expression)
*/
return (function (array, comparator) {
const swap = function (index1, index2) {
const temp = array[index1]
array[index1] = array[index2]
array[index2] = temp
}
/**
* @constant THRESHOLD
* If the length of array is less than
* this then we simply perform insertion sort
*/
const THRESHOLD = 16
/**
* @constant TUNEMAXDEPTH
* Constant used to increase or decrease value
* of maxDepth
*/
const TUNEMAXDEPTH = 1
const len = array.length
/**
* Return if array is only of length 1
* Array of size 1 is always sorted
*/
if (len === 1) {
return
}
/**
* Calculate maxDepth = log2(len)
* Taken from implementation in stdc++
*/
const maxDepth = Math.floor(Math.log2(len)) * TUNEMAXDEPTH
/**
* The very first call to quicksort
* this initiates sort routine
*/
quickSort(0, len, maxDepth)
/**
* A final check call to insertion sort
* on sorted array
*/
insertionSort(0, len)
/** ********************* Implementation of various routines **************************/
/**
* @function
* This is recursive quicksort implementation in array
* of segment [start,last-1]
* [QuickSort](https://en.wikipedia.org/wiki/Quicksort)
* @param {Number} start the start index of array segment to be sorted
* @param {Number} last one more than the last index of array segment
* @param {Number} depth this measures how many recursive calls are done
*/
function quickSort (start, last, depth) {
if (last - start <= THRESHOLD) {
insertionSort(start, last)
return
} else if (depth <= 0) {
heapSort(start, last)
return
}
let pivot = (last + start) >> 1
pivot = partition(start, last, pivot)
quickSort(start, pivot, depth - 1)
quickSort(pivot + 1, last, depth - 1)
}
/**
* @function Helper function to quicksort
* @param {Number} start the start of array segment to partition
* @param {Number} last one more than last index of the array segment
* @param {Number} pivot the index of pivot to be used
* @returns {Number} the index of pivot after partition
*/
function partition (start, last, pivot) {
swap(start, pivot)
pivot = start
let lo = start
let hi = last
while (true) {
lo++
while (comparator(array[lo], array[pivot]) <= 0 && lo !== last) {
lo++
}
hi--
while (comparator(array[hi], array[pivot]) > 0 && hi !== start) {
hi--
}
if (lo >= hi) {
break
}
swap(lo, hi)
}
swap(start, hi)
return hi
}
/**
* @function
* Performs insertion sort on array of range
* [start, last-1]
* @param {Number} start the first index of array segment to be sorted
* @param {Number} last one more than last index of array to be sorted
*/
function insertionSort (start, last) {
let i, j
for (i = start + 1; i < last; i++) {
j = i - 1
while (j >= 0 && comparator(array[j], array[j + 1]) > 0) {
swap(j, j + 1)
j--
}
}
}
/**
* @function
* Performs heapsort in array segment of range [start, last-1]
* [HeapSort](https://en.wikipedia.org/wiki/Heapsort)
* @param {Number} start the first index of array segment to be sorted
* @param {Number} last one more than last index of array to be sorted
*/
function heapSort (start, last) {
let x = (last + start) >> 1
while (x - start >= 0) {
heapify(x, start, last)
x--
}
x = last - 1
while (x - start > 0) {
swap(start, x)
heapify(start, start, x)
x--
}
}
/**
* @function Helper function to heapsort routine
* @param {Number} cur the index we need to heapify
* @param {Number} start the start index of array segment that cur belongs to
* @param {Number} last one more than last index of segment that cur belongs to
*/
function heapify (cur, start, last) {
const size = last - start
let max, lt, rt
cur = cur - start
while (true) {
max = cur
lt = 2 * max + 1
rt = 2 * max + 2
if (
lt < size &&
comparator(array[start + max], array[start + lt]) < 0
) {
max = lt
}
if (
rt < size &&
comparator(array[start + max], array[start + rt]) < 0
) {
max = rt
}
if (max !== cur) {
swap(start + cur, start + max)
cur = max
} else {
break
}
}
}
})(array, compare)
}
/**
* @example Demo run of the sort routine
* The data is randomly generated
* Returns 'RIGHT:)' if the sort routine worked as expected,
* 'WRONG!!' otherwise
*/
function demo1 () {
const data = []
const size = 1000000
let i = 0
let temp
const c = function (a, b) {
return a - b
}
for (i = 0; i < size; i++) {
temp = Math.random() * Number.MAX_SAFE_INTEGER
data.push(temp)
}
introsort(data, c)
let faulty = false
for (i = 1; i < size; i++) {
if (data[i] < data[i - 1]) {
faulty = true
break
}
}
if (faulty) {
return 'WRONG!!'
} else {
return 'RIGHT:)'
}
}
/**
* @example Demo run of the sort routine
* using the default compare function and
* comparing the results with Array.sort
*/
function demo2 () {
const data = []
const data2 = []
const size = 1000000
let i = 0
let temp
for (i = 0; i < size; i++) {
temp = Math.random() * Number.MAX_SAFE_INTEGER
data.push(temp)
data2.push(temp)
}
introsort(data)
data2.sort()
let faulty = false
for (i = 1; i < size; i++) {
if (data[i] !== data2[i]) {
faulty = true
break
}
}
if (faulty) {
return 'WRONG Implemented Comparator!!'
} else {
return 'Comparator Works Fine:)'
}
}
export { introsort, demo1, demo2 }
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